Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "21"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 21 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 110 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 108 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 21, Node N02:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.477927 0.039903 -0.318088 3.944463 5.291240 2.632554 0.900681 1.278068 0.5757 0.5591 0.3244 nan nan
2459926 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.367287 2.276465 0.029607 3.415164 0.319570 4.008287 0.942053 5.295680 0.7568 0.7627 0.2184 nan nan
2459925 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.307959 -0.654100 -0.067917 4.717974 -0.248424 0.885539 0.386128 2.337993 0.7416 0.7190 0.2435 nan nan
2459924 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.151874 0.077315 -0.125406 4.430894 0.222177 -0.595488 0.373698 3.468092 0.6600 0.6458 0.3784 nan nan
2459923 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.211364 -0.313961 -0.140246 4.618146 -0.267102 0.701902 0.684381 6.122596 0.6971 0.6831 0.3529 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.071759 0.023375 -0.375064 3.489559 0.509819 1.084504 -0.176046 -0.281113 0.6471 0.6284 0.4046 nan nan
2459921 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.149920 0.508559 -0.526655 4.093962 0.843111 0.549168 0.606700 0.042741 0.6449 0.6276 0.4155 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.255539 -0.105873 -0.263374 3.407843 1.152256 0.628520 0.604914 0.219302 0.6478 0.6339 0.4239 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.103332 0.223238 -0.194749 3.736229 0.484878 -0.154284 0.401283 0.198457 0.6415 0.6274 0.3891 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.224044 0.338293 -0.342485 3.650427 0.686901 0.860845 0.048122 -0.395226 0.6590 0.6419 0.3989 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.230633 -0.564128 -0.076653 4.160093 1.050068 0.571270 0.431214 -0.180863 0.6906 0.6698 0.4668 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.327670 0.035862 -0.292050 3.637666 1.441284 0.445313 0.414396 0.029690 0.6558 0.6442 0.4017 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.004468 0.174905 -0.188483 4.527676 0.652533 0.751463 0.750505 1.105947 0.6938 0.6743 0.3715 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.010813 0.069836 -0.258785 4.830162 0.569395 1.253905 1.860891 6.815186 0.7148 0.7030 0.3193 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.524915 0.048815 -0.298903 4.327197 0.663724 0.429102 2.007341 1.405037 0.6728 0.6408 0.4152 nan nan
2459912 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.325983 0.019495 -0.363813 3.987791 0.486422 0.458665 0.757809 0.486218 0.6493 0.6371 0.4083 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.249271 -0.074161 -0.352604 3.888641 0.430023 0.300795 -0.462280 -0.718109 0.6468 0.6353 0.4110 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.480134 -0.071775 -0.374357 3.828865 0.242931 -0.683901 -0.221659 -0.192429 0.6510 0.6385 0.4083 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.347210 -0.316025 -0.364722 3.782369 0.674886 -0.481227 0.063176 -0.383169 0.6504 0.6401 0.4114 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.451704 -0.233042 -0.376546 3.693014 0.585276 -0.740655 0.225654 -0.150426 0.6561 0.6489 0.4062 nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.275072 -0.144839 -0.467655 3.872021 0.973094 -0.470174 0.465337 0.096005 0.6543 0.6454 0.4074 nan nan
2459906 digital_ok 100.00% 26.11% 26.11% 0.00% - - -0.005750 -0.265513 -0.513468 4.026007 1.414655 0.385745 0.622793 0.132824 0.5071 0.4945 0.3291 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.312045 0.009404 -0.357220 3.921568 1.561105 0.601889 0.702313 0.160944 0.6339 0.6285 0.4139 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.032190 -0.571553 -0.416416 4.424461 1.010206 -0.417863 1.157665 0.483333 0.6387 0.6328 0.4078 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.175007 -0.196156 -0.441487 4.192403 0.466617 0.208133 1.114640 0.442489 0.6464 0.6372 0.4080 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.404314 0.029063 -0.471874 4.197040 0.690787 -0.399353 0.357668 -0.133493 0.6512 0.6368 0.3996 nan nan
2459901 digital_ok 100.00% 69.33% 69.33% 0.00% - - 0.080377 -0.114531 -0.403831 3.966493 1.910125 -0.524257 0.557719 0.042859 0.2147 0.2077 0.1248 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.101364 -0.320714 -0.380722 4.118370 1.999409 1.024356 0.196376 0.064893 0.5964 0.5838 0.3419 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.132943 -0.037356 -0.535102 3.948701 1.282744 -0.244001 2.239346 0.794346 0.6529 0.6364 0.4085 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.296414 0.154119 -0.637823 4.097599 0.676924 -0.617407 0.414530 0.084900 0.6521 0.6316 0.4090 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.176289 -0.203269 -0.564506 3.950279 -0.862434 0.150326 0.010142 -0.151643 0.6566 0.6435 0.4059 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.138622 0.205521 -0.375325 4.992594 1.452649 5.753757 0.805651 8.899873 0.7480 0.7220 0.2833 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.011769 0.499047 -0.482870 3.870353 1.436607 1.511402 0.405163 0.035475 0.6713 0.6401 0.3973 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.338730 0.649986 -0.489210 0.152277 0.876723 0.298897 0.646964 0.699761 0.6696 0.6699 0.3885 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.174943 0.637469 -0.563981 0.079870 0.774409 0.680997 1.323138 0.374816 0.6649 0.6729 0.3868 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.137914 0.971574 -0.613229 0.145351 0.436758 0.246296 1.113133 0.006407 0.6554 0.6605 0.3904 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.443381 0.145585 -0.258873 0.151602 1.094393 0.588917 1.544540 0.747540 0.6579 0.6590 0.3895 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.145580 0.211114 -0.665739 0.083552 0.413151 0.433936 0.688256 0.058674 0.6661 0.6650 0.3862 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.274935 0.768987 -0.399416 0.037878 0.900318 0.064563 1.377635 0.918594 0.6813 0.6792 0.3795 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.372215 0.389816 -0.254237 -0.067638 1.019382 -0.878914 0.203056 -0.101030 0.6666 0.6637 0.3922 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.291709 0.662100 -0.823527 -0.276667 -0.533812 11.908249 -0.098051 1.119681 0.7394 0.7214 0.3474 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.263977 0.761517 -0.252551 9.254093 0.480600 20.896401 0.857337 12.581623 0.7123 0.6920 0.3608 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.132820 0.472877 -0.495012 1.352815 0.177926 -0.209000 0.327388 24.042806 0.6672 0.6561 0.3935 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.066670 1.384113 0.008987 9.360662 0.353047 7.052737 0.933077 65.276795 0.6728 0.6623 0.3844 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.292493 1.678626 -0.568459 9.727842 0.749548 1.500142 3.106745 33.170262 0.6731 0.6634 0.3807 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.960558 1.167751 -0.709700 10.463330 0.390996 1.924239 3.695507 85.405432 0.7147 0.7105 0.3287 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.424762 1.783159 -0.563941 9.052931 1.334271 4.031079 1.536385 35.965852 0.6684 0.6594 0.3939 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.675979 0.517137 -0.246242 1.797073 0.733781 -0.038066 1.398794 46.911417 0.6534 0.6564 0.4132 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.565753 0.835450 -0.249122 9.372960 1.026752 2.188667 2.370898 69.312812 0.6605 0.6657 0.4054 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.315618 0.818772 14.088589 17.848631 405.212648 90.134920 29.313131 25.895507 0.5265 0.6487 0.4272 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.942874 0.627165 -0.481513 -0.709031 0.594579 0.516724 0.573124 2.949363 0.6937 0.6919 0.4006 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.450192 1.589415 -0.575356 -0.763108 0.866391 0.368178 2.393198 7.904702 0.6846 0.6676 0.3868 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.896469 -0.006687 -0.635346 -0.361589 0.252063 0.469985 0.491406 5.706764 0.6854 0.6652 0.3848 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.140650 0.379574 -0.580895 -0.690350 2.155714 0.901916 1.656018 8.585262 0.6877 0.6717 0.3964 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.414744 0.376277 -0.661410 -0.813253 0.999916 0.645198 0.086942 2.611501 0.6936 0.6685 0.3895 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.046017 -1.125474 -0.455042 -0.842800 0.917144 -0.328982 3.354306 11.513271 0.6945 0.6772 0.3937 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.990086 -0.213555 -0.086821 0.289838 1.529237 3.649573 1.275067 5.975267 0.7038 0.6910 0.3846 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.892664 1.194323 -0.902443 -0.984708 0.252428 -0.040218 1.866703 10.448967 0.6828 0.6665 0.4016 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.739733 -0.138653 -0.830592 -0.985287 0.826313 0.553595 1.347256 6.743057 0.6938 0.6728 0.4033 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.020067 0.892622 -0.603161 -0.629538 1.219557 0.206335 0.344874 2.074886 0.6965 0.6732 0.3948 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.410722 0.289666 -0.876000 -0.248364 0.991496 0.943980 1.698231 7.207218 0.7192 0.7005 0.3622 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.124031 0.035688 -1.046473 0.389524 0.525020 -0.002471 3.321416 16.419081 0.6912 0.6690 0.4146 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.339595 0.708491 -0.442942 -0.746483 -0.132056 -0.118050 1.622458 10.257093 0.6861 0.6584 0.4013 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.343204 0.905392 -0.522557 1.034203 0.933681 0.015270 0.143397 1.368201 0.6740 0.6865 0.4170 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.193498 0.021748 -0.470958 -0.560664 0.322429 0.342048 2.148313 6.894325 0.7032 0.6737 0.4145 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.149282 -1.341462 -0.048584 1.145783 -0.212878 -0.633548 0.821556 3.989221 0.7072 0.6742 0.4167 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.180850 -0.809786 -0.646824 -0.764769 -0.128294 0.292771 0.032642 2.324410 0.7132 0.6775 0.4126 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.061099 -0.565457 -0.608244 -0.837068 -0.015528 0.312250 1.325271 6.055502 0.7236 0.6819 0.4237 3.460428 2.972450
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.670684 3.201038 0.104021 -0.199124 1.242164 1.416262 1.912038 1.937504 0.0258 0.0251 0.0007 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.127079 -1.061090 0.245251 1.489678 -0.469225 -0.810838 0.436703 1.803423 0.7148 0.6968 0.4115 1.500369 1.405668
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.194479 -2.060594 -0.085531 8.427121 -0.468026 -0.135851 0.823565 1.690809 0.6857 0.7089 0.4559 3.555133 3.124160
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.925885 5.674389 4.509758 17.162343 -0.279838 1.578496 1.890080 -0.560026 0.7231 0.7403 0.4462 3.466245 2.831119
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.707348 3.532966 6.280382 21.617245 -0.338996 5.940902 1.588140 -1.111317 0.7415 0.6803 0.4357 3.402832 2.962628
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.095548 5.232556 5.903841 21.398583 2.033361 12.805782 3.858249 13.823950 0.8253 0.7952 0.3022 4.683381 5.319745
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.810319 3.651239 5.905192 20.152360 1.026246 11.768526 3.378881 11.089341 0.7410 0.7429 0.3671 2.951714 2.742877
2459849 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.50% -0.098223 0.819820 -0.308072 -1.023432 -0.148369 0.523145 0.315708 3.452395 0.7100 0.7344 0.3844 1.444340 1.405716
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% -0.195399 1.324112 -0.026317 -0.847630 0.973124 0.461435 0.538873 3.202050 0.7145 0.6705 0.4339 1.545042 1.517348
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 0.010828 -0.851527 0.133571 -1.011986 -1.024117 -0.279423 0.042435 1.170224 0.8371 0.6767 0.4992 1.520724 1.230459
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 83.98% 0.535604 0.265441 0.022626 -0.106594 -0.045981 -0.669110 0.205978 0.664346 0.7372 0.7461 0.3785 6.783794 4.088376
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.794122 1.796346 0.516918 1.065587 1.184604 0.291240 1.717053 2.034959 0.0269 0.0243 0.0016 nan nan
2459843 digital_ok 100.00% 1.20% 0.66% 0.00% 100.00% 0.00% 1.662447 -0.795610 4.726825 0.461861 5.468565 0.031460 -0.114844 3.868416 0.7225 0.7386 0.4028 4.118781 3.820100
2459839 digital_ok 100.00% - - - - - 12.793945 19.927673 86.148504 88.842970 nan nan -29.231224 -30.920487 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.217361 -1.592165 0.413899 1.144116 1.792134 -0.255614 0.698925 3.925238 0.0816 0.0759 0.0159 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0349 0.0387 0.0029 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.310011 -0.974529 1.347213 -0.226102 0.368999 0.478034 1.202016 6.874856 0.0335 0.0368 0.0025 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.048369 -0.184082 0.238418 1.087234 -0.728783 0.771126 1.922661 5.122508 0.0293 0.0333 0.0029 nan nan
2459832 digital_ok 0.00% 0.00% 29.57% 0.00% 28.95% 0.00% 1.642751 -1.597406 0.376758 0.938820 0.323018 1.679581 1.995452 3.501548 0.7481 0.4210 0.5807 1.735109 1.434566
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.976289 2.050415 -0.443032 3.356254 1.047418 0.296659 1.492222 1.874715 0.0299 0.0478 0.0059 nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.858975 -1.282484 0.799491 1.494284 -0.414627 1.994670 2.635913 12.512507 0.0810 0.0677 0.0115 1.271930 1.270518
2459829 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.026870 -1.880146 1.095492 1.134229 0.947640 11.543057 4.316912 15.585586 0.0790 0.0686 0.0101 33.447843 19.745371
2459828 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.973554 -0.565739 0.456384 1.290962 -0.263760 0.326828 2.719809 11.018822 0.0735 0.0595 0.0068 14.252112 21.703165
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.617758 -0.669937 1.584992 0.900803 22.967074 24.752913 3.445947 2.023401 0.0791 0.0645 0.0101 1.102957 1.101310
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.114766 -0.668658 0.697379 2.171253 -0.727920 0.785222 4.003178 0.576300 0.0614 0.0549 0.0069 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.706727 1.782059 0.917756 0.683484 11.012843 10.407454 1.620074 1.256637 0.0738 0.0664 0.0103 1.381503 1.378686
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.297066 -0.496997 0.819027 1.039130 9.760219 8.992423 11.009766 10.526136 0.0918 0.0677 0.0104 1.432976 1.425351
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.164947 -0.551671 1.268578 1.550341 0.079503 2.011359 3.528965 -0.663222 0.0751 0.0653 0.0119 0.000000 0.000000
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.383876 -0.384121 1.033474 1.907408 -0.682520 0.926858 -0.095827 -0.677903 0.0689 0.0665 0.0083 1.272384 1.273256
2459821 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.095526 2.251117 0.735521 1.884665 4.180123 4.648832 2.443842 2.262428 0.0728 0.0564 0.0052 1.275568 1.272628
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.712688 -0.929720 1.082007 1.633162 4.519155 2.120353 2.070598 0.288205 0.7438 0.6540 0.4480 4.925981 4.688052
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.071044 0.212166 0.803476 1.412872 1.692997 1.797395 1.296047 1.121470 0.7915 0.6160 0.5317 2.087833 1.846446
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.546299 1.147769 1.084186 1.334159 -0.204888 1.219769 1.812849 0.421903 0.8392 0.5672 0.6186 1.890998 1.554697
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.085226 1.794464 1.058119 0.978280 -0.646748 2.228470 1.665242 0.322324 0.7815 0.6198 0.5410 2.085372 1.896170
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 21: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 5.291240 0.039903 2.477927 3.944463 -0.318088 2.632554 5.291240 1.278068 0.900681

Antenna 21: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 5.295680 2.276465 1.367287 3.415164 0.029607 4.008287 0.319570 5.295680 0.942053

Antenna 21: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.717974 0.307959 -0.654100 -0.067917 4.717974 -0.248424 0.885539 0.386128 2.337993

Antenna 21: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.430894 -0.151874 0.077315 -0.125406 4.430894 0.222177 -0.595488 0.373698 3.468092

Antenna 21: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.122596 -0.313961 -0.211364 4.618146 -0.140246 0.701902 -0.267102 6.122596 0.684381

Antenna 21: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.489559 0.023375 -0.071759 3.489559 -0.375064 1.084504 0.509819 -0.281113 -0.176046

Antenna 21: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.093962 -0.149920 0.508559 -0.526655 4.093962 0.843111 0.549168 0.606700 0.042741

Antenna 21: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.407843 -0.105873 -0.255539 3.407843 -0.263374 0.628520 1.152256 0.219302 0.604914

Antenna 21: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.736229 0.103332 0.223238 -0.194749 3.736229 0.484878 -0.154284 0.401283 0.198457

Antenna 21: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.650427 0.338293 0.224044 3.650427 -0.342485 0.860845 0.686901 -0.395226 0.048122

Antenna 21: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.160093 -0.564128 0.230633 4.160093 -0.076653 0.571270 1.050068 -0.180863 0.431214

Antenna 21: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.637666 0.327670 0.035862 -0.292050 3.637666 1.441284 0.445313 0.414396 0.029690

Antenna 21: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.527676 0.004468 0.174905 -0.188483 4.527676 0.652533 0.751463 0.750505 1.105947

Antenna 21: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.815186 0.010813 0.069836 -0.258785 4.830162 0.569395 1.253905 1.860891 6.815186

Antenna 21: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.327197 0.048815 0.524915 4.327197 -0.298903 0.429102 0.663724 1.405037 2.007341

Antenna 21: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.987791 0.019495 0.325983 3.987791 -0.363813 0.458665 0.486422 0.486218 0.757809

Antenna 21: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.888641 -0.074161 0.249271 3.888641 -0.352604 0.300795 0.430023 -0.718109 -0.462280

Antenna 21: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.828865 -0.071775 0.480134 3.828865 -0.374357 -0.683901 0.242931 -0.192429 -0.221659

Antenna 21: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.782369 -0.316025 0.347210 3.782369 -0.364722 -0.481227 0.674886 -0.383169 0.063176

Antenna 21: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.693014 0.451704 -0.233042 -0.376546 3.693014 0.585276 -0.740655 0.225654 -0.150426

Antenna 21: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.872021 -0.144839 0.275072 3.872021 -0.467655 -0.470174 0.973094 0.096005 0.465337

Antenna 21: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.026007 -0.265513 -0.005750 4.026007 -0.513468 0.385745 1.414655 0.132824 0.622793

Antenna 21: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.921568 0.009404 0.312045 3.921568 -0.357220 0.601889 1.561105 0.160944 0.702313

Antenna 21: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.424461 -0.571553 0.032190 4.424461 -0.416416 -0.417863 1.010206 0.483333 1.157665

Antenna 21: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.192403 -0.196156 0.175007 4.192403 -0.441487 0.208133 0.466617 0.442489 1.114640

Antenna 21: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.197040 0.404314 0.029063 -0.471874 4.197040 0.690787 -0.399353 0.357668 -0.133493

Antenna 21: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.966493 0.080377 -0.114531 -0.403831 3.966493 1.910125 -0.524257 0.557719 0.042859

Antenna 21: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.118370 0.101364 -0.320714 -0.380722 4.118370 1.999409 1.024356 0.196376 0.064893

Antenna 21: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.948701 -0.037356 0.132943 3.948701 -0.535102 -0.244001 1.282744 0.794346 2.239346

Antenna 21: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 4.097599 0.154119 0.296414 4.097599 -0.637823 -0.617407 0.676924 0.084900 0.414530

Antenna 21: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.950279 -0.203269 0.176289 3.950279 -0.564506 0.150326 -0.862434 -0.151643 0.010142

Antenna 21: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 8.899873 0.138622 0.205521 -0.375325 4.992594 1.452649 5.753757 0.805651 8.899873

Antenna 21: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.870353 0.499047 0.011769 3.870353 -0.482870 1.511402 1.436607 0.035475 0.405163

Antenna 21: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 0.876723 0.338730 0.649986 -0.489210 0.152277 0.876723 0.298897 0.646964 0.699761

Antenna 21: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 1.323138 0.637469 0.174943 0.079870 -0.563981 0.680997 0.774409 0.374816 1.323138

Antenna 21: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 1.113133 0.137914 0.971574 -0.613229 0.145351 0.436758 0.246296 1.113133 0.006407

Antenna 21: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 1.544540 0.145585 0.443381 0.151602 -0.258873 0.588917 1.094393 0.747540 1.544540

Antenna 21: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 0.688256 0.145580 0.211114 -0.665739 0.083552 0.413151 0.433936 0.688256 0.058674

Antenna 21: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 1.377635 0.768987 0.274935 0.037878 -0.399416 0.064563 0.900318 0.918594 1.377635

Antenna 21: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 1.019382 0.389816 0.372215 -0.067638 -0.254237 -0.878914 1.019382 -0.101030 0.203056

Antenna 21: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 11.908249 0.291709 0.662100 -0.823527 -0.276667 -0.533812 11.908249 -0.098051 1.119681

Antenna 21: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 20.896401 0.761517 1.263977 9.254093 -0.252551 20.896401 0.480600 12.581623 0.857337

Antenna 21: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 24.042806 0.472877 0.132820 1.352815 -0.495012 -0.209000 0.177926 24.042806 0.327388

Antenna 21: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 65.276795 1.384113 1.066670 9.360662 0.008987 7.052737 0.353047 65.276795 0.933077

Antenna 21: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 33.170262 1.678626 3.292493 9.727842 -0.568459 1.500142 0.749548 33.170262 3.106745

Antenna 21: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 85.405432 1.167751 0.960558 10.463330 -0.709700 1.924239 0.390996 85.405432 3.695507

Antenna 21: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 35.965852 1.783159 1.424762 9.052931 -0.563941 4.031079 1.334271 35.965852 1.536385

Antenna 21: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 46.911417 0.517137 0.675979 1.797073 -0.246242 -0.038066 0.733781 46.911417 1.398794

Antenna 21: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 69.312812 0.835450 1.565753 9.372960 -0.249122 2.188667 1.026752 69.312812 2.370898

Antenna 21: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 405.212648 1.315618 0.818772 14.088589 17.848631 405.212648 90.134920 29.313131 25.895507

Antenna 21: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 2.949363 0.942874 0.627165 -0.481513 -0.709031 0.594579 0.516724 0.573124 2.949363

Antenna 21: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 7.904702 2.450192 1.589415 -0.575356 -0.763108 0.866391 0.368178 2.393198 7.904702

Antenna 21: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 5.706764 1.896469 -0.006687 -0.635346 -0.361589 0.252063 0.469985 0.491406 5.706764

Antenna 21: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 8.585262 0.379574 1.140650 -0.690350 -0.580895 0.901916 2.155714 8.585262 1.656018

Antenna 21: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 2.611501 0.376277 0.414744 -0.813253 -0.661410 0.645198 0.999916 2.611501 0.086942

Antenna 21: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 11.513271 2.046017 -1.125474 -0.455042 -0.842800 0.917144 -0.328982 3.354306 11.513271

Antenna 21: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 5.975267 1.990086 -0.213555 -0.086821 0.289838 1.529237 3.649573 1.275067 5.975267

Antenna 21: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 10.448967 1.892664 1.194323 -0.902443 -0.984708 0.252428 -0.040218 1.866703 10.448967

Antenna 21: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.743057 0.739733 -0.138653 -0.830592 -0.985287 0.826313 0.553595 1.347256 6.743057

Antenna 21: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 2.074886 0.892622 1.020067 -0.629538 -0.603161 0.206335 1.219557 2.074886 0.344874

Antenna 21: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 7.207218 1.410722 0.289666 -0.876000 -0.248364 0.991496 0.943980 1.698231 7.207218

Antenna 21: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 16.419081 0.035688 1.124031 0.389524 -1.046473 -0.002471 0.525020 16.419081 3.321416

Antenna 21: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 10.257093 0.339595 0.708491 -0.442942 -0.746483 -0.132056 -0.118050 1.622458 10.257093

Antenna 21: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 1.368201 -0.343204 0.905392 -0.522557 1.034203 0.933681 0.015270 0.143397 1.368201

Antenna 21: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.894325 0.021748 -0.193498 -0.560664 -0.470958 0.342048 0.322429 6.894325 2.148313

Antenna 21: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.989221 -0.149282 -1.341462 -0.048584 1.145783 -0.212878 -0.633548 0.821556 3.989221

Antenna 21: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 2.324410 -0.180850 -0.809786 -0.646824 -0.764769 -0.128294 0.292771 0.032642 2.324410

Antenna 21: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.055502 -0.565457 0.061099 -0.837068 -0.608244 0.312250 -0.015528 6.055502 1.325271

Antenna 21: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Shape 3.201038 3.201038 1.670684 -0.199124 0.104021 1.416262 1.242164 1.937504 1.912038

Antenna 21: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 1.803423 0.127079 -1.061090 0.245251 1.489678 -0.469225 -0.810838 0.436703 1.803423

Antenna 21: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 8.427121 -2.060594 0.194479 8.427121 -0.085531 -0.135851 -0.468026 1.690809 0.823565

Antenna 21: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 17.162343 5.674389 0.925885 17.162343 4.509758 1.578496 -0.279838 -0.560026 1.890080

Antenna 21: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 21.617245 3.532966 0.707348 21.617245 6.280382 5.940902 -0.338996 -1.111317 1.588140

Antenna 21: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 21.398583 1.095548 5.232556 5.903841 21.398583 2.033361 12.805782 3.858249 13.823950

Antenna 21: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 21: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 20.152360 0.810319 3.651239 5.905192 20.152360 1.026246 11.768526 3.378881 11.089341

Antenna 21: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 21: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.452395 0.819820 -0.098223 -1.023432 -0.308072 0.523145 -0.148369 3.452395 0.315708

Antenna 21: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.202050 1.324112 -0.195399 -0.847630 -0.026317 0.461435 0.973124 3.202050 0.538873

Antenna 21: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 1.170224 0.010828 -0.851527 0.133571 -1.011986 -1.024117 -0.279423 0.042435 1.170224

Antenna 21: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 0.664346 0.265441 0.535604 -0.106594 0.022626 -0.669110 -0.045981 0.664346 0.205978

Antenna 21: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 2.034959 0.794122 1.796346 0.516918 1.065587 1.184604 0.291240 1.717053 2.034959

Antenna 21: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 5.468565 -0.795610 1.662447 0.461861 4.726825 0.031460 5.468565 3.868416 -0.114844

Antenna 21: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 88.842970 19.927673 12.793945 88.842970 86.148504 nan nan -30.920487 -29.231224

Antenna 21: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.925238 -1.592165 0.217361 1.144116 0.413899 -0.255614 1.792134 3.925238 0.698925

Antenna 21: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 6.874856 -0.974529 0.310011 -0.226102 1.347213 0.478034 0.368999 6.874856 1.202016

Antenna 21: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 5.122508 -0.184082 -1.048369 1.087234 0.238418 0.771126 -0.728783 5.122508 1.922661

Antenna 21: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 3.501548 1.642751 -1.597406 0.376758 0.938820 0.323018 1.679581 1.995452 3.501548

Antenna 21: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 3.356254 -0.976289 2.050415 -0.443032 3.356254 1.047418 0.296659 1.492222 1.874715

Antenna 21: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 12.512507 1.858975 -1.282484 0.799491 1.494284 -0.414627 1.994670 2.635913 12.512507

Antenna 21: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 15.585586 -1.880146 1.026870 1.134229 1.095492 11.543057 0.947640 15.585586 4.316912

Antenna 21: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Discontinuties 11.018822 -0.565739 0.973554 1.290962 0.456384 0.326828 -0.263760 11.018822 2.719809

Antenna 21: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 24.752913 0.617758 -0.669937 1.584992 0.900803 22.967074 24.752913 3.445947 2.023401

Antenna 21: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 4.003178 -0.668658 1.114766 2.171253 0.697379 0.785222 -0.727920 0.576300 4.003178

Antenna 21: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 11.012843 1.782059 1.706727 0.683484 0.917756 10.407454 11.012843 1.256637 1.620074

Antenna 21: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 11.009766 -0.297066 -0.496997 0.819027 1.039130 9.760219 8.992423 11.009766 10.526136

Antenna 21: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Discontinuties 3.528965 -0.551671 0.164947 1.550341 1.268578 2.011359 0.079503 -0.663222 3.528965

Antenna 21: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Power 1.907408 1.383876 -0.384121 1.033474 1.907408 -0.682520 0.926858 -0.095827 -0.677903

Antenna 21: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
21 N02 digital_ok nn Temporal Variability 4.648832 2.251117 0.095526 1.884665 0.735521 4.648832 4.180123 2.262428 2.443842

Antenna 21: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
21 N02 digital_ok ee Temporal Variability 4.519155 0.712688 -0.929720 1.082007 1.633162 4.519155 2.120353 2.070598 0.288205
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